Certificate in Data Analysis using R.Programming (CDAURP) is a program designed to help professionals learn data analysis skills using R programming language. The program typically covers data analysis theory, best practices, and tools, as well as practical techniques for implementing data analysis processes using R. The CDAURP certification is offered by various organizations and can be earned through a combination of coursework, experience, and passing an exam. Holding a CDAURP certification demonstrates proficiency in data analysis using R and can lead to career advancement opportunities.
What Will You Learn?
- Introduction to R programming language and data analysis with R
- Understanding of data types, structures, and formats in R
- Data cleaning and preparation techniques using R
- Data visualization and exploration techniques using R packages such as ggplot2
- Data analysis techniques, including descriptive statistics, hypothesis testing, regression analysis, and machine learning using R
- Best practices in data analysis, including reproducible research and version control with RStudio and Git
- Strategies for managing and manipulating data using R packages such as dplyr and tidyr
- Preparation for relevant certification exams, such as the Data Science with R certification from the DataCamp.